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    • List of Articles Multiple Criteria Decision Making

      • Open Access Article

        1 - A Fuzzy TOPSIS Approach for Big Data Analytics Platform Selection
        Salah Uddin Mizanur Rahman Samaun Hasan S.M. Irfan Rana Shaikh Muhammad Allayear
      • Open Access Article

        2 - Development of a New SWOT-MCDM Model to Create Marketing and Financial Strategies in Conditions of Uncertainty (Case Study of Iralco Company)
        Farshad Motallebi Peyman Ghafari Ashtiani Mohammad Ehsanifar
        The most basic step in managing an organization is to develop appropriate and practical strategies. Developing a detailed and complete plan that will determine the long-term direction of the organization and guarantee the prof-itability and survival of the organizatio More
        The most basic step in managing an organization is to develop appropriate and practical strategies. Developing a detailed and complete plan that will determine the long-term direction of the organization and guarantee the prof-itability and survival of the organization. In this research, using multi-criteria decision-making techniques, a new SWOT model has been created to formulate organizational strategies (financial, commercial, production and similar). The upcoming research method is of a mixed type (qualitative-quantitative) which will be used in the qualitative part of the method (de-scriptive-survey) and in the quantitative part of the fuzzy Delphi technique and multi-criteria decision making. In order to target more the results of this research and its output model, Iralco Company (Iran Aluminium) has been selected as a strategic and widely used global product manufacturer to study and implement the mentioned models and techniques. Manuscript profile
      • Open Access Article

        3 - A Hybrid Fuzzy MCDM Approach for Inventory Management (Case Study: MAPNA Company)
        Ali Mohaghar Alireza Arab Seyyed Jalaladdin Hosseini Dehshiri
        Inventory management is an important part of production planning process for enterprises which involve decision-making process. They can determine when and how many things to buy or decisions can be made by ranking the inventory items. The aim of this paper is providing More
        Inventory management is an important part of production planning process for enterprises which involve decision-making process. They can determine when and how many things to buy or decisions can be made by ranking the inventory items. The aim of this paper is providing a model based on fuzzy hybrid MCDM methods by using FDEMATEL and FVIKOR in order to Inventory Management. In this study, a fuzzy DEMATEL approach was proposed to determine the weights of the decision criteria and Fuzzy VIKOR method to evaluate and rank the inventory. Concurrently applying fuzzy DEMATEL and FVIKOR to a multi-criteria inventory classification problem is the novelty of this study in the related literature. A real case study at MAPNA Electric & Control, Engineering & Manufacturing Company used to illustrate the efficiency of the proposed approach. Results showed that the proposed framework for inventory management is effective. Finally, some conclusions and suggestions are provided at the end of this study. Manuscript profile
      • Open Access Article

        4 - Improving throughput of shahid rajaee harbor using simulation and multiple criteria decision making
        Ali Khatami Firouz Abadi Laya Olfat Ali Mohtashami Mohsen Rahimi Mazare Shahi
        In this paper we evaluate the optimum composition of improver alternatives for loading and unloading operations in container terminal of shahid rajaee harbor in iran. We will use simulation and multiple criteria decision making for this purpose. To simulating system an More
        In this paper we evaluate the optimum composition of improver alternatives for loading and unloading operations in container terminal of shahid rajaee harbor in iran. We will use simulation and multiple criteria decision making for this purpose. To simulating system and improver alternatives we use ARENA software and to analyze alternatives we use AHP and TOPSIS technique. In this research, 4 main alternatives and 4 decision making criteria are considered for ranking. 4 main alternatives are berth, gantry crane, transtainer, reach staker, and 4 decision making criteria are cost, life time, lead time, amount of annual loading and unloading. Considering the constraints of system for increasing facilities and also considering decision making criteria, the best alternative to improve system were specified. This alternative is created by composition of 5 berth, 15 gantry crane, 38 transtainer, and 44 reach staker. Manuscript profile
      • Open Access Article

        5 - A Framework for Evaluation and Selection the Plant Layout by Fuzzy Topsis
        Ali Khatami Firouzabadi Ahmad Jafaryan Amir Hasanzadeh
        There are various methods and algorithms for planet location which were presented by Experts and researchers but it is not possible to nominate one of them as the best one. Selection of the appropriate method or algorithm is difficult in different conditions because of More
        There are various methods and algorithms for planet location which were presented by Experts and researchers but it is not possible to nominate one of them as the best one. Selection of the appropriate method or algorithm is difficult in different conditions because of there are exist some criteria (Both qualitative and quantitative) which are involved in this Selection, these criteria lead to tough make decision. So this paper deals a make decision framework for Select the best method among manual and computerized methods and algorithms. First of all, the location of optimal methods are extracted from methods that experts think those methods are the most efficient in assumed industry unit. In other hand, the of selection the Suitable method in that unit that are more important than other criteria are selected via mean hypothesis tests by that industry unit, these criteria involve linguistic variables. At the end, Suitable algorithm is achieved in that industry unit conditions by TOPSIS method Manuscript profile
      • Open Access Article

        6 - Identification and Priority Estimation of Motivational Factors Influencing Knowledge Sharing among Knowledge Workers by Fuzzy Multiple Criteria Decision Making Approach (F-MCDM)
        Mahmoud Modiri Masoumeh Shakibaei Sabet Hassan Rangriz
        The present research aims to identify and prioritize the motivational factors influencing knowledge sharing among an organization’s knowledge workers, to provide managers with a framework for personnel’s knowledge sharing, and to increase personnel’s w More
        The present research aims to identify and prioritize the motivational factors influencing knowledge sharing among an organization’s knowledge workers, to provide managers with a framework for personnel’s knowledge sharing, and to increase personnel’s willingness to share knowledge in order to overcome organization’s current problems. In knowledge economy, knowledge-based organizations specifically count on their personnel. Knowledge sharing is important for organizations because it enables them to improve their skills and provides them with value, credibility, and competitive advantage. When an organization’s personnel share their knowledge and personal experience, innovation occurs. In order to answer the research questions, credible techniques of Fuzzy-multiple Criteria Decision Making (F-MCDM) were used. Fuzzy-Analytical Hierarchy Process (F-AHP) technique was used to rank the criteria and to determine their relative importance. Finally, Fuzzy-Technique for Order-Preference by Similarity to Ideal Solution (F-TOPSIS) was used to prioritize the options of hierarchical model (four stages of knowledge sharing process). According to the ranking results, “trust in management” is ranked first. Moreover, after reviewing the effect of every 21 indicator on four stages of knowledge sharing process in the studied context, “internalization” was found to be of more importance compared to other stages of knowledge sharing process. Manuscript profile
      • Open Access Article

        7 - Ranking and selecting traditional performance appraisal methods using a hybrid MCDM approach
        Abteen Ijadi Maghsoodi Mohamad Khalilzade Ashkan Hafezalkotob
        Performance appraisal is one of the key factors in optimization and improvement of organizational processes. In present dynamic environment’s Human Resources are one of the main organizations valuable assets and performance evaluations of these great assets are to More
        Performance appraisal is one of the key factors in optimization and improvement of organizational processes. In present dynamic environment’s Human Resources are one of the main organizations valuable assets and performance evaluations of these great assets are to enhance their future value. Therefore, selection and implementation of specific performance appraisal method is of high importance. In this research, after selecting and ranking the most accurate Performance appraisal method with multiple criteria decision making techniques such as TOPSIS, Multi-MOORA and Entropy-weighted multi-MOORA methods, a comparison and analysis between Performance appraisal methods discussed. In order to select a specific method of performance appraisal, Characteristics and criterion of each method analyzed in the current literature review. A comparison between modern MCDM methods such as Multi-MOORA and traditional MCDM methods like TOPSIS and SAW takes place by analyzing the correlation between methods with Spearman's rank correlation coefficient. Subsequently, in current research by adopting MCDM methods ranking of popular performance appraisal due to the library research computed. Comparing traditional methods (i.e. TOPSIS and SAW) with Modern method such as multi-MOORA shows high correlation of approaches. Manuscript profile
      • Open Access Article

        8 - A New Method for Calculating Priority Vector in Fuzzy Analytical Hierarchy Process
        Ali Mohtashami
        This paper proposes a new approach for deriving priority vector of fuzzy comparison matrices. For this purpose, an optimization model is proposed. In order to solve the proposed model, a heuristic algorithm is proposed. The proposed method of this paper unlike many of t More
        This paper proposes a new approach for deriving priority vector of fuzzy comparison matrices. For this purpose, an optimization model is proposed. In order to solve the proposed model, a heuristic algorithm is proposed. The proposed method of this paper unlike many of the previous studies, derive the crisp priority vector form fuzzy comparison matrices which eliminate the additional fuzzy procedures and fuzzy ranking. In order to illustrate the proposed method, this method is compared to two well-known methods of literature. The computational results show the higher quality of the proposed method. Manuscript profile
      • Open Access Article

        9 - An Aggregated Supplier Selection Method Based on QFD and TOPSIS (Case Study: A Financial Institution)
        Mohammad Ali Sobhanallahi Neda Zendehdel Nobari Seyed Hamid Reza Pasandideh
      • Open Access Article

        10 - A non-additive fuzzy hybrid model for supplier evaluation and prioritization: A case study of automotive brake system manufacturer
        Naser Hamidi Parvaneh Samouei
      • Open Access Article

        11 - تجزیه و تحلیل عوامل موثر بر پذیرش مشتریان از خدمات بانکداری اینترنتی با استفاده از نظریه گراف
        Ali Sharifi Mahdi Homayounfar
        توسعه سریع اینترنت و تجارت الکترونیکی، بخش بانکی  را به سمت تشویق مشتریان به بانکداری اینترنتی (IB) را تحریک کرده است، با این حال، شواهد نشان دهنده عدم علاقه در استفاده از خدمات IB است. بنابراین، هدف این مقاله شناسایی عوامل موثر بر پذیرش مشتری ازطریق IB و سنجش تاثی More
        توسعه سریع اینترنت و تجارت الکترونیکی، بخش بانکی  را به سمت تشویق مشتریان به بانکداری اینترنتی (IB) را تحریک کرده است، با این حال، شواهد نشان دهنده عدم علاقه در استفاده از خدمات IB است. بنابراین، هدف این مقاله شناسایی عوامل موثر بر پذیرش مشتری ازطریق IB و سنجش تاثیر هر یک از عوامل در پذیرش  IBاست. بر اساس یک بررسی آثار گذشته تحقیقاتی، تعدادی از عوامل به عنوان عوامل  موثر در پذیرش مشتری از طریق IB در نظر گرفته شدند. سپس، این عوامل به یک نمونه از مشتریان IB در قالب یک پرسشنامه ارسال شدند. پس از جمع آوری پرسشنامه ها ی پر شده و بر اساس آزمون آماری، مهمترین عامل در میان آنها مورد تحقیق قرار گرفت. از این رو، بسیاری از این عوامل با یکدیگرمرتبط هستند؛ روش مبتنی نظریه گراف (DEMATEL) با ساختار بازخورد استفاده شده است تا اثرات مستقیم و غیر مستقیم عوامل موثر بر عوامل دیگر و کل سیستم را بررسی کند. نتایج نشان داد که: پاسخدهی (بررسی موثر مشکلات)، دسترسی به خدمات IB (نیازهای سخت افزاری)، سرعت شبکه، سهولت استفاده و بدون نیاز به حضور فیزیکی در شعبه بانک، به ترتیب، مهمترین عوامل بحرانی هستند. Manuscript profile
      • Open Access Article

        12 - Assess the Levels of development Health services With the model Multiple Criteria Decision Making(Case study: city of Khorasan Razavi province)
        M. mousavi A. meshkini M. veysian M. hosseini
        Health services In city surface with health and health mental of the citizens of Relationship Direct are. Improve Condition the health of citizens is a sign of the promotion of and human development. Assess the Levels of development Using quantitative methods Led to the More
        Health services In city surface with health and health mental of the citizens of Relationship Direct are. Improve Condition the health of citizens is a sign of the promotion of and human development. Assess the Levels of development Using quantitative methods Led to the identification of The inequality Between the areas And the Other effort In Fields Reduction And fixes Inequalities. The present study With the aim of Exploitation The parameters considered, Looking Assessment of Situation distribution And development Health Services The city of the province, Determine the Differences in development Between them And Also Realized the Officials More attention city of Underserved and underdeveloped. Methodology, descriptive analytic And applied research The data consists of 15 indicators of health services from the last census (1390) was received. In this studyusing the model Topsis and Vikor To prioritize city of Khorasan Razavi Based on indicators of health care-The four levels Discussed . Results of the study suggest that Mashhad city as the administrative center of political and economic In situation developed City In terms of indicators Health services are Significant difference with other County There. Cities Nishapur and Sabzevar located on the second level of development And Other Cities In Level Partially Deprived And Deprived Located. Research findings suggests that Deprivation Kelly In the Provincial In terms of Entitlement Indicators of health services Dominates And distribution Health services Available Proportional With the needs Population cities Not carried out. Manuscript profile
      • Open Access Article

        13 - Investigating the Factors Affecting the Success of SME'S Innovation Ecosystem Using Fuzzy AHP
        هنگامه معینی پور مریم مصلح ماه منیر بیاناتی
        In severe market conditions, innovation is the creation, development, andimplementation of new ideas or improvement in current products, processes, andstrategies, consequently leading to successful trading and market leadership,providing values for beneficiaries, bringi More
        In severe market conditions, innovation is the creation, development, andimplementation of new ideas or improvement in current products, processes, andstrategies, consequently leading to successful trading and market leadership,providing values for beneficiaries, bringing economic growth, and improving theliving standards. An innovation ecosystem is described as a physical environmentthat refers to a network or cluster of entrepreneurs, inventors, enterprises,universities, research laboratories, governmental agencies, and other institutions andresources aiming at achieving a new process or product development. Therefore, thisresearch mainly aims to identify and prioritize the factors affecting the success of theinnovation ecosystem in enhancing small businesses. In this research, afteridentifying the effective factors using library study and interviews with managers atscience and technology parks, a Delphi survey was applied to recognize main factorsfor the statistical population, including companies located in Tehran, Pardis, andQom Science and Technology Parks. Then, the AHP questionnaire was used toprioritize the factors. The results can be helpful to innovation ecosystems to find andapply their critical success factors, foster small businesses and startups, and survivein the competition ground. Manuscript profile
      • Open Access Article

        14 - Environmental risk assessment of Azad Dam using multiple criteria decision making method
        R. Arjmandi S. Malmasi R. Nezakati Z. Allahdad
        Azad Dam, in the western areas of Kordestan province, is located on KomasiRiver in the distance of 37 kilometers at the west of Sanandaj and 39 kilometers at the south-east of Marivan. In this research, risk assessments of activities during construction phases of the da More
        Azad Dam, in the western areas of Kordestan province, is located on KomasiRiver in the distance of 37 kilometers at the west of Sanandaj and 39 kilometers at the south-east of Marivan. In this research, risk assessments of activities during construction phases of the dam have been studied in order to mitigate the probable risks. To reach this goal, one of the multiple criteria decision making methods by the name of multiple Attribute Decision Making has been used.  Firstly, the risk factors have been recognized and ranked based on their importance, intensity and probable occurrence using Delphi questionnaire Method. Results were analyzed using SPSS software. In the next stage, the whole risk factors of Azad Dam were weighted and their priorities were determined applying Entropy method. Finally, environmental risks were ranked using TOPSIS Model. Results declare that the most important risks of the plan include the risk of  soil pollution and land-cover destruction with the score of 0.895, Komasi River water contamination with the score of 0.667, intense reduction of organic matters and nutrients in Komasi River flow at down side of the dam with a score of 0.597. At the end of this research, an environmental management program was presented to mitigate or control the probable risks of the project. Manuscript profile
      • Open Access Article

        15 - An Application of Fuzzy TOPSIS Method for Plant Selection in Rangeland Improvement (Case Study: Boroujerd Rangeland, Lorestan Province, Iran)
        Ali Ariapour Farzad Veisanloo Marzieh Asgari
      • Open Access Article

        16 - APPROXIMATE ALGORITHM FOR THE MULTI-DIMENSIONAL KNAPSACK PROBLEM BY USING MULTIPLE CRITERIA DECISION MAKING
        Majid Darehmiraki